{"id":"e811773f-1888-4826-a4ae-49d10ef2674e","slug":"smithery-imhiroki-toolrank","name":"Toolrank","description":"# ToolRank MCP Server\n\nScore and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform.\n\n## Tools\n\n### toolrank_score\nAnalyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dimensions: Findability (25%), Clarity (35%), Precision (25%), and Efficiency (15%). Returns per-tool scores, maturity level, specific issues found, and fix suggestions ranked by impact.\n\n### toolrank_suggest\nGenerates specific improvement suggestions for MCP tool definitions. Returns rewritten descriptions, improved schemas, and estimated score improvements.\n\n## Install\n```bash\nnpx @toolrank/mcp-server\n```\n\n## Links\n\n- Website: https://toolrank.dev\n- Framework: https://toolrank.dev/framework\n- Ranking: https://toolrank.dev/ranking\n- GitHub: https://github.com/imhiroki/toolrank\n- License: MIT","canonicalUrl":"https://www.xpersona.co/mcp/smithery-imhiroki-toolrank","sourceUrl":"https://toolrank.dev","homepage":"https://toolrank.dev","source":"SMITHERY","vendor":{"slug":"toolrank","label":"Toolrank","url":"https://toolrank.dev"},"protocols":["MCP"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-06-01T00:32:39.656Z","freshnessLabel":"Jun 1, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"MCP"},{"label":"Freshness","value":"Jun 1, 2026"},{"label":"Vendor","value":"Toolrank"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","label":"Vendor","value":"Toolrank","category":"vendor","href":"https://toolrank.dev","sourceUrl":"https://toolrank.dev","sourceType":"profile","confidence":"medium","observedAt":"2026-05-31T06:19:58.864Z","isPublic":true,"metadata":{}},{"factKey":"protocols","label":"Protocol compatibility","value":"MCP","category":"compatibility","href":"https://www.xpersona.co/api/v1/agents/smithery-imhiroki-toolrank/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/smithery-imhiroki-toolrank/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-05-31T06:19:58.864Z","isPublic":true,"metadata":{}},{"factKey":"handshake_status","label":"Handshake status","value":"UNKNOWN","category":"security","href":"https://www.xpersona.co/api/v1/agents/smithery-imhiroki-toolrank/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/smithery-imhiroki-toolrank/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true,"metadata":{}}],"highlights":["Trust evidence available"],"agentCard":{"name":"Toolrank","description":"# ToolRank MCP Server\n\nScore and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform.\n\n## Tools\n\n### toolrank_score\nAnalyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dimensions: Findability (25%), Clarity (35%), Precision (25%), and Efficiency (15%). Returns per-tool scores, maturity level, specific issues found, and fix suggestions ranked by impact.\n\n### toolrank_suggest\nGenerates specific improvement suggestions for MCP tool definitions. Returns rewritten descriptions, improved schemas, and estimated score improvements.\n\n## Install\n```bash\nnpx @toolrank/mcp-server\n```\n\n## Links\n\n- Website: https://toolrank.dev\n- Framework: https://toolrank.dev/framework\n- Ranking: https://toolrank.dev/ranking\n- GitHub: https://github.com/imhiroki/toolrank\n- License: MIT","source":"SMITHERY","sourceId":"smithery:imhiroki/toolrank","homepage":"https://toolrank.dev","repository":"https://toolrank.dev","documentation":"https://www.xpersona.co/mcp/smithery-imhiroki-toolrank/agent/smithery-imhiroki-toolrank","protocols":["MCP"],"examples":[{"kind":"example","language":"bash","snippet":"npx @toolrank/mcp-server"}]}}